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AI based HealthCare Platform for Real Time, Predictive and Prescriptive Analytics using Reactive Programming

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Published under licence by IOP Publishing Ltd
, , Citation Jagreet Kaur and Dr. Kulwinder Singh Mann 2017 J. Phys.: Conf. Ser. 933 012010 DOI 10.1088/1742-6596/933/1/012010

1742-6596/933/1/012010

Abstract

AI in Healthcare needed to bring real, actionable insights and Individualized insights in real time for patients and Doctors to support treatment decisions., We need a Patient Centred Platform for integrating EHR Data, Patient Data, Prescriptions, Monitoring, Clinical research and Data. This paper proposes a generic architecture for enabling AI based healthcare analytics Platform by using open sources Technologies Apache beam, Apache Flink Apache Spark, Apache NiFi, Kafka, Tachyon, Gluster FS, NoSQL- Elasticsearch, Cassandra. This paper will show the importance of applying AI based predictive and prescriptive analytics techniques in Health sector. The system will be able to extract useful knowledge that helps in decision making and medical monitoring in real-time through an intelligent process analysis and big data processing.

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